The purpose of this study is to evaluate whether a new model of health care for chronic patients, based on Case Management and guided by a nurse which targets the patient´s risk, is more effective than usual care at Primary Health care in Chile. Additionally, this intervention would provide a better quality of care and a more efficient health provision.